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Generali Indonesia Data Scientist Interview Questions

The questions to prepare for a Generali Indonesia Data Scientist interview. Questions from real interview reports rank first. Updated daily.

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1
Product SenseStart here. 3 questions · ~24 min
Diagnose Weak Product Page ConversionMedium

Framework for diagnosing why a high-traffic product page converts poorly and how to rank the most likely causes.

Feature PrioritizationUser NeedsPain PointsGGenerali Indonesia
Metrics for New Product LaunchHard

Design a launch metric system that measures user value, business impact, and product health.

product metricsconsiderationsproduct launchGGenerali Indonesia
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2
A/B Testing & Experimentation3 questions · ~24 min
Designing an A/B Test for Feature ImpactMedium

Design an A/B test for a new platform feature, including success metrics, power, guardrails, and a clear ship decision.

experiment designfeature evaluationA/B TestingGGenerali Indonesia
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3
More topics8 questions · ~64 min
Detect and Handle Outliers in SQLMedium

Explain common SQL-friendly ways to detect outliers and how to handle them without distorting downstream analysis.

Data WranglingGroup ByAggregationsGGenerali Indonesia
First Checks for Metric DropsEasy

Outline the first checks to diagnose a sudden drop in a core product metric, starting with data quality, scope, and decomposition.

Lagging IndicatorsLeading IndicatorsDiagnosisGGenerali Indonesia
Explain Precision and RecallEasy

Evaluates understanding of precision and recall and their trade-offs.

PrecisionModel EvaluationRecallGGenerali Indonesia
Support Vector Machines with RBFMedium

Assesses understanding of SVMs with RBF kernels and practical model tuning for real-world data.

GGenerali Indonesia
Beyond Accuracy in ClassificationMedium

Tests choice and interpretation of advanced classification metrics for risk modeling.

Precisionperformance metricsRecallGGenerali Indonesia
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Hands-on SQL practiceWrite and run real queries in the editor. 3 drills · ~30 min
The finish line: interview-readyComplete all 14 questions plus 3 hands-on drills to finish this plan.